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Document type:
Konferenzbeitrag 
Author(s):
Wenyu Chen; Mathias Drton; Ali Shojaie 
Title:
Definite Non-Ancestral Relations and Structure Learning 
Abstract:
In causal graphical models based on directed acyclic graphs (DAGs), directed paths represent causal pathways between the corresponding variables. The variable at the beginning of such a path is referred to as an ancestor of the variable at the end of the path. Ancestral relations between variables play an important role in causal modeling. In existing literature on structure learning, these relations are usually deduced from learned structures and used for orienting edges or formulating constrai...    »
 
Dewey Decimal Classification:
510 Mathematik 
Book / Congress title:
8th Causal Inference Workshop at UAI (causalUAI 2021) 
Date of congress:
July 30, 2021 
Date of publication:
30.07.2021 
Year:
2021 
Quarter:
3. Quartal 
Year / month:
2021-07 
Pages:
paper #2, pages 1-5. 
Semester:
SS 21 
TUM Institution:
Lehrstuhl für Mathematische Statistik 
Format:
Text